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Titlebook: Interactions in Multiagent Systems: Fairness, Social Optimality and Individual Rationality; Jianye Hao,Ho-fung Leung Book 2016 Higher Educ

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书目名称Interactions in Multiagent Systems: Fairness, Social Optimality and Individual Rationality
编辑Jianye Hao,Ho-fung Leung
视频video
概述state-of-the-art materials on achieving fairness, social optimality and.individual rationality in multi-agent systems.Classifiescooperative and competitive multi-agent systems.Focuseson a wide variety
图书封面Titlebook: Interactions in Multiagent Systems: Fairness, Social Optimality and Individual Rationality;  Jianye Hao,Ho-fung Leung Book 2016 Higher Educ
描述.Thisbook mainly aims at solving the problems in both cooperative and competitivemulti-agent systems (MASs), exploring aspects such as how agents caneffectively learn to achieve the shared optimal solution based on their localinformation and how they can learn to increase their individual utility byexploiting the weakness of their opponents. The book describes fundamental andadvanced techniques of how multi-agent systems can be engineered towards thegoal of ensuring fairness, social optimality, and individual rationality; awide range of further relevant topics are also covered both theoretically andexperimentally. The book will be beneficial to researchers in the fields ofmulti-agent systems, game theory and artificial intelligence in general, as wellas practitioners developing practical multi-agent systems..
出版日期Book 2016
关键词Competitive Multi-agent Systems; Cooperative Multi-agent Systems; Fairness; Individual Rationality; Mult
版次1
doihttps://doi.org/10.1007/978-3-662-49470-7
isbn_softcover978-3-662-57012-8
isbn_ebook978-3-662-49470-7
copyrightHigher Education Press, Beijing and Springer-Verlag Berlin Heidelberg 2016
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发表于 2025-3-21 20:26:05 | 显示全部楼层
Background and Previous Work,n Sect. .. After that, we explore previous work in multiagent learning literature by dividing them into two major categories: cooperative multiagent systems and competitive multiagent systems, distinguished by the underlying intentional stance of the agents within the system. Within each category, w
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Fairness in Cooperative Multiagent Systems,each agent is assumed to have the willingness to cooperate toward a common goal of the system even at the cost of sacrificing its own benefits. Therefore, the behaviors of each agent in cooperative environments can be determined by the designer(s) of the system, which thus allows for intricate coord
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Social Optimality in Competitive Multiagent Systems,ly rational agents. In competitive multiagent environments, the individually rational agents are assumed to be only interested in maximizing their individual benefits and may not be willing to follow the (socially oriented) strategy specified by the system designer. If each agent behaves in a purely
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e in popular fiction and on screen, this figure has captured the imagination of generations of readers and viewers.. The first Byronic hero, and a blueprint for the rest, became an overnight sensation in March 1812, when Cantos I and II of Lord Byron’s . were published and sold out within three days
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